Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| Google AnalyticsTop pick | #1 | #1 | — | |
| GrowthBook | #7 | — | #1 | |
| Mixpanel | #9 | #2 | — | |
| Amplitude | #10 | #3 | — | |
| Contentsquare | #5 | #6 | — | |
| Statsig | #6 | #7 | — | |
| FullStory | #2 | — | — | |
| Hotjar | #3 | — | — | |
| Microsoft Clarity | #4 | — | — | |
| Userpilot | — | #4 | — | |
| Gainsight PX | — | #5 | — | |
| PostHog | #8 | — | — | |
| Heap | #11 | — | — |
Mention rate over time
Share of engines naming each brand, weekly over the last 60 days (up to 8 brands).
Google Analytics is named by 67% of engines today.
Responses
What each engine answered, and how the shortlist moved.
A product analytics tool should integrate with the systems that help a business collect user behavior, understand customers, measure business outcomes, and take action based on insights. I would organize integrations into 8 categories. Essential integrations Web and mobile analytics Google Analytics 4 Firebase AppsFlyer Adjust Branch Track traffic sources, sessions, attribution, installs, and cross-platform behavior. --- Customer data platforms (CDPs) Segment RudderStack mParticle Tealium…
- Google Analytics
- FullStory ↑ 2 vs last week
- Hotjar ↑ 3 vs last week
- Microsoft Clarity New this week
- Contentsquare New this week
- Statsig ↑ 1 vs last week
- GrowthBook ↑ 1 vs last week
- PostHog New this week
- Mixpanel — Analytics-first: Compete with Mixpanel, Amplitude, and Heap. ↑ 1 vs last week
- Amplitude — Analytics-first: Compete with Mixpanel, Amplitude, and Heap. ↑ 1 vs last week
- Heap — Analytics-first: Compete with Mixpanel, Amplitude, and Heap. New this week
Dropped from this engine’s shortlist this week: Tableau, Looker, LogRocket, Pendo
A product analytics tool should integrate with the systems that provide context, enrich behavioral data, and help teams act on insights: Your product: Web and mobile SDKs, APIs, and backend event pipelines for reliable tracking of user actions. Data warehouse: Snowflake, BigQuery, Redshift, or Databricks for centralized analysis, data quality, and two-way data movement. CDP or event pipeline: Segment, RudderStack, or similar tools to collect, standardize, and route events across your stack.…
- Google Analytics — Web and acquisition analytics: GA4 and advertising platforms to connect pre-signup acquisition with post-signup product behavior. New this week
Dropped from this engine’s shortlist this week: Looker, Tableau
To build a powerful and complete data ecosystem, a modern product analytics tool needs to connect across your entire tech stack . Here are the core categories it should integrate with, organized by function: Product and User Behavior: Event tracking SDKs (such as Segment, RudderStack, or native JavaScript/mobile SDKs) to capture raw user interactions, clicks, and screen views inside your app or website. Customer Data Platforms (CDPs): Data pipelines (like Segment or mParticle) to centralize and…
- GrowthBook — Experimentation and Feature Flagging: A/B testing platforms (such as LaunchDarkly, Optimizely, or GrowthBook) to measure the statistical impact of feature flags and experiments on product metrics and user retention. New this week
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| amplitude.com | Brand site · Amplitude | 2 | Perplexity |
| amazon.com | Web | 1 | ChatGPT |
| contentsquare.com | Brand site · Contentsquare | 1 | Perplexity |
| gainsight.com | Brand site · Gainsight PX | 1 | Perplexity |
| guideflow.com | Web | 1 | Perplexity |
| mixpanel.com | Brand site · Mixpanel | 1 | Perplexity |
| posthog-three.vercel.app | Web | 1 | ChatGPT |
| salesforce.com | Web | 1 | ChatGPT |
| segment.com | Web | 1 | ChatGPT |
| statsig.com | Brand site · Statsig | 1 | Perplexity |
| techtarget.com | Web | 1 | Perplexity |
| twilio.com | Web | 1 | ChatGPT |
| usercall.co | Web | 1 | Perplexity |
| userpilot.com | Brand site · Userpilot | 1 | Perplexity |